31 Publications (Page 1 of 2)
2022
Accounting for uncertainties in compound flood hazard assessment: The value of data assimilation
Muñoz, D.F. and Abbaszadeh, P.
Coastal Engineering, vol. 171. | Journal Article
 
An ensemble data assimilation approach to improve farm-scale actual evapotranspiration estimation
Deb, P.⋅Abbaszadeh, P. and Moradkhani, H.
Agricultural and Forest Meteorology, vol. 321. | Journal Article
 
Assessing irrigation mitigating drought impacts on crop yields with an integrated modeling framework
Deb, P.⋅Han, X.⋅Abbaszadeh, P. and Xu, L.
Journal of Hydrology, vol. 609. | Journal Article
 
Bayesian Multi-modeling of Deep Neural Nets for Probabilistic Crop Yield Prediction
Abbaszadeh, Peyman⋅Gavahi, Keyhan⋅Alipour, Atieh⋅Deb, Proloy and Moradkhani, Hamid
Agricultural and Forest Meteorology, vol. 314, pp. 108773. | Journal Article
 
Hazard risk awareness and disaster management: Extracting the information content of twitter data
Karimiziarani, M.⋅Karimiziarani, M⋅Karimiziarani, Mohammadsepehr⋅Karimiziarani, Mohammadsepehr⋅Jafarzadegan, Keighobad⋅Jafarzadegan, K.⋅Jafarzadegan, Keighobad⋅Jafarzadegan, K⋅Abbaszadeh, Peyman⋅Abbaszadeh, P.⋅Abbaszadeh, Peyman⋅Abbaszadeh, P⋅Shao, W.⋅Shao, Wanyun⋅Shao, W⋅Shao, Wanyun⋅Moradkhani, Hamid⋅Moradkhani, Hamid⋅Moradkhani, H and Moradkhani, H.
Sustainable Cities and Society, vol. 77. | Journal Article
 
How does precipitation data influence the land surface data assimilation for drought monitoring?
Gavahi, Keyhan⋅Abbaszadeh, Peyman and Moradkhani, Hamid
The Science of the total environment, vol. 831, pp. 154916, March 29, 2022. | Journal Article
 
Perspective on uncertainty quantification and reduction in compound flood modeling and forecasting.
Abbaszadeh, Peyman⋅Muñoz, David F⋅Moftakhari, Hamed⋅Jafarzadegan, Keighobad and Moradkhani, Hamid
iScience, vol. 25, (no. 10), pp. 105201, October 21, 2022. | Journal Article
 
Unraveling the Relationship Between Tropical Storms and Agricultural Drought
Song, J.Y.⋅Abbaszadeh, P. and Deb, P.
Earth’s Future, vol. 10. | Journal Article
 
Wildfires in the Arctic and tropical biomes: what is the relative role of climate?
Engström, Johanna⋅Abbaszadeh, Peyman⋅Keellings, David⋅Deb, Proloy and Moradkhani, Hamid
Natural Hazards, vol. 114, (no. 2), pp. 1901-1914, Nov 2022. | Journal Article
2021
A Combined Optimization-Assimilation Framework to Enhance the Predictive Skill of Community Land Model
Zhang, C.⋅Abbaszadeh, P.⋅Xu, L.⋅Duan, Q. and Gong, W.
Water Resources Research, vol. 57. | Journal Article
 
DeepYield: A combined convolutional neural network with long short-term memory for crop yield forecasting
Gavahi, Keyhan⋅Abbaszadeh, Peyman and Moradkhani, Hamid
Expert Systems with Applications, vol. 184, Dec 1, 2021. | Journal Article
 
Erratum: High-resolution SMAP satellite soil moisture product: Exploring the opportunities (Bulletin of the American Meteorological Society (2021) 102 (309-315) DOI: 10.1175/BAMS-D-21-0016.1)
Abbaszadeh, P.⋅Moradkhani, H.⋅Gavahi, K.⋅Kumar, S.⋅Hain, C.⋅Zhan, X.⋅Duan, Q.⋅Peters-Lidard, C. and Karimiziarani, S.
Bulletin of the American Meteorological Society, vol. 102, pp. 1057. | Journal Article
 
High-Resolution SMAP Satellite Soil Moisture Product: Exploring the Opportunities
Abbaszadeh, Peyman⋅Moradkhani, Hamid⋅Gavahi, Keyhan⋅Kumar, Sujay⋅Hain, Christopher⋅Zhan, Xiwu⋅Duan, Qingyun⋅Peters-Lidard, Christa and Karimiziarani, Sepehr
Bulletin of the American Meteorological Society, vol. 102, (no. 4), pp. 309-315, Apr 2021. | Journal Article
 
How Does Precipitation Data Influence the Land Surface Data Assimilation Drought Monitoring?
Gavahi, K.⋅Abbaszadeh, P. and Moradkhani, H.
 
Sequential data assimilation for real-time probabilistic flood inundation mapping
Jafarzadegan, K.⋅Jafarzadegan, Keighobad⋅Abbaszadeh, Peyman and Moradkhani, Hamid
Hydrology and Earth System Sciences, vol. 25, (no. 9), pp. 4995-5011, 2021. | Journal Article
2020
Causes of the Widespread 2019?2020 Australian Bushfire Season
Deb, Proloy⋅Deb, Proloy⋅Deb, P.⋅Moradkhani, Hamid⋅Moradkhani, H.⋅Moradkhani, Hamid⋅Abbaszadeh, Peyman⋅Abbaszadeh, P.⋅Abbaszadeh, Peyman⋅Kiem, Anthony S.⋅Kiem, Anthony S⋅Kiem, A.S.⋅Engström, Johanna⋅Engström, Johanna⋅Keellings, D.⋅Keellings, David⋅Keellings, David⋅Sharma, Ashish⋅Sharma, Ashish and Sharma, A.
Earth’s Future, vol. 8. | Journal Article
 
Continental drought monitoring using satellite soil moisture, data assimilation and an integrated drought index
Xu, Lei⋅Abbaszadeh, Peyman⋅Moradkhani, Hamid⋅Chen, Nengcheng and Zhang, Xiang
Remote Sensing of Environment, vol. 250, Dec 1, 2020. | Journal Article
 
Leveraging machine learning for predicting flash flood damage in the Southeast US
Alipour, Atieh⋅Alipour, Atieh⋅Ahmadalipour, Ali⋅Ahmadalipour, Ali⋅Abbaszadeh, Peyman⋅Abbaszadeh, Peyman⋅Moradkhani, Hamid and Moradkhani, Hamid
Environmental Research Letters, vol. 15, pp. 024011. | Journal Article
 
Multivariate Assimilation of Remotely Sensed Soil Moisture and Evapotranspiration for Drought Monitoring
Gavahi, Keyhan⋅Abbaszadeh, Peyman⋅Moradkhani, Hamid⋅Zhan, Xiwu and Hain, Christopher
Journal of Hydrometeorology, vol. 21, pp. 2293–2308. | Journal Article
 
Multivariate remotely sensed and in-situ data assimilation for enhancing community WRF-Hydro model forecasting
Abbaszadeh, Peyman⋅Gavahi, Keyhan and Moradkhani, Hamid
Advances in Water Resources, vol. 145, pp. 103721. | Journal Article
2019
A Review of the 21st Century Challenges in the Food-Energy-Water Security in the Middle East
Hameed, Maysoun⋅Ahmadalipour, Ali⋅Moftakhari, Hamed⋅Abbaszadeh, Peyman and Alipour, Atieh
Water. | Journal Article
 
Downscaling SMAP Radiometer Soil Moisture Over the CONUS Using an Ensemble Learning Method
Abbaszadeh, Peyman⋅Abbaszadeh, P.⋅Moradkhani, H.⋅Moradkhani, Hamid⋅Zhan, X. and Zhan, Xiwu
Water Resources Research. | Journal Article
 
Fundamentals of Data Assimilation and Theoretical Advances
Moradkhani, Hamid⋅Nearing, Grey S.⋅Abbaszadeh, Peyman and Pathiraja, Sahani
(pp. 675–699). Springer Berlin Heidelberg
 
The Quest for Model Uncertainty Quantification: A Hybrid Ensemble and Variational Data Assimilation Framework
Abbaszadeh, Peyman⋅Moradkhani, Hamid and Daescu, Dacian N
Water Resources Research. | Journal Article
2018
Development of a coupled wavelet transform and evolutionary Levenberg-Marquardt neural networks for hydrological process modeling
Abbaszadeh, P.⋅Alipour, A. and Asadi, S.
Computational Intelligence, vol. 34, pp. 175-199. | Journal Article